{"id":"W2731765291","doi":"","title":"What Type of Knowledge Provides Valid Housing Standards Addressing Accessibility?: Problematization of the Existing Knowledge Based on Examples Using an Activity-based Approach","year":2013,"lang":"en","type":"article","venue":"","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Problematization; Type (biology); Computer science; Data science; Epistemology; Geology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02037572,0.0007588967,0.001310185,0.01489002,0.00319224,0.0108423,0.003084155,0.003919034,0.00412953],"category_scores_gemma":[0.04897985,0.0006528964,0.001388049,0.01079272,0.008785489,0.02325613,0.006954414,0.002762874,0.0006865312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006098909,"about_ca_system_score_gemma":0.01074722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005460235,"about_ca_topic_score_gemma":0.007022697,"domain_scores_codex":[0.9798711,0.009064637,0.003523274,0.001592313,0.005160549,0.0007881098],"domain_scores_gemma":[0.9213809,0.06370552,0.0034866,0.003322744,0.007503163,0.0006011177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001457286,0.0002496743,0.008840691,0.03704456,0.0001975034,0.005138823,0.1988537,0.001290714,0.001776767,0.2460198,0.01209156,0.4883505],"study_design_scores_gemma":[0.00005297946,0.0001940073,0.01060013,0.113362,0.0005889238,0.005656484,0.2393022,0.005155688,0.003449913,0.2395492,0.3818867,0.000201922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2004616,0.1617102,0.2753252,0.08724599,0.002173281,0.003148775,0.002162329,0.0004751768,0.2672974],"genre_scores_gemma":[0.7559879,0.090043,0.1382908,0.006373288,0.0005039469,0.001850609,0.001593187,0.0001170504,0.005240052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02037572,"threshold_uncertainty_score":0.1077585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3976305181790822,"score_gpt":0.5088359910453139,"score_spread":0.1112054728662316,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}